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Factors, News, and Events

A core OMNI differentiator is combining factor diagnostics with structured event intelligence.

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Factor superpowers

OMNI exposes dedicated factor tools:
  • omni_api_get_factor_loadings
  • omni_api_get_factor_returns
  • omni_api_get_return_decomposition
  • omni_api_get_related_stocks
  • omni_api_get_model_factor_exposure
These support questions like:
  • “What actually drove this move?”
  • “Was this idiosyncratic or factor-driven?”
  • “Which names share this factor profile?”

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News/event superpowers

Event intelligence comes from:
  • omni_api_news_all_stories
  • omni_api_get_security_intel
  • omni_api_perigon (proxy to Perigon vector/summarizer paths)
This allows clustering and summarizing story flow while preserving secure key handling.

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Combined workflow pattern

  1. Fetch returns and factor exposures
  2. Pull relevant event clusters/news summaries
  3. Reconcile factor and event signals
  4. Produce an explainable narrative with next-step watch items
This is the backbone of OMNI’s “why did this move” and briefing-quality synthesis behavior.